{"id":"W4317774190","doi":"10.37828/em.2023.61.2","title":"Integrative taxonomy of two morphologically similar species of the subgenus Cryobius Chaudoir, 1838 (Coleoptera: Carabidae: Pterostichus Bonelli, 1810) from northern Eurasia and North America","year":2023,"lang":"en","type":"article","venue":"Ecologica Montenegrina","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aedeagus; Subgenus; Biological dispersal; Biology; Taxonomy (biology); Haplotype; Zoology; Ecology; Evolutionary biology; Population; Demography; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933925,0.0002811106,0.00024522,0.001964188,0.001028278,0.0004147923,0.0003242315,0.0002158286,0.001474396],"category_scores_gemma":[0.0003418603,0.00010923,0.0001226168,0.0008150866,0.0005807973,0.0004470028,0.001004121,0.0002288941,0.0002077876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005166063,"about_ca_system_score_gemma":0.0004069531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481047,"about_ca_topic_score_gemma":0.02513182,"domain_scores_codex":[0.9998616,0.00002085388,0.00001194599,0.000049437,0.00002695261,0.00002918539],"domain_scores_gemma":[0.9998338,0.00002020745,0.0000561933,0.00001412572,0.00003597537,0.00003969072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002849604,0.00008292401,0.8192434,0.0002123571,0.00007171003,0.0007778169,0.008664063,0.0001343672,0.08820016,0.0005916466,0.0003405937,0.08139613],"study_design_scores_gemma":[0.00000335138,0.00004633379,0.9945381,0.0000195782,0.00001943058,0.0006169457,0.001744131,0.0001216721,0.0003179454,0.00008645032,0.002482159,0.0000039372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972147,0.0006044912,0.0002852082,0.00002213657,0.000006622384,0.00001752042,0.00008386792,0.000004613457,0.001760846],"genre_scores_gemma":[0.9980624,0.0002665436,0.00101323,0.00002014472,0.000008160482,0.00002392418,0.0002890105,0.000002451249,0.0003141152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9935189,"threshold_uncertainty_score":0.01288664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347174235520362,"score_gpt":0.2014134499767139,"score_spread":0.1679417076215103,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}